finn-examples ResNet-50 Python Brevitas Model

Hi FINN Team,

I am currently working on a project that is interested in recreating the quantized .onnx file used for the ResNet-50 FINN example here:

https://github.com/Xilinx/finn-examples/tree/main/build/resnet50

Is there any way that the notebook/python code for creating the quantized, brevitas version of the ResNet-50 model can be shared?

I am interested in trying to adapt the network to fit on a ZCU102/ZCU104.

Nov 16 '22 23:11 oshears

Hi @oshears, good question and great to hear about your project! The Brevitas code for ResNet-50 is indeed currently not released, but we are working on it and we will let you know in the upcoming months when it is ready!

Feb 14 '23 12:02 mmrahorovic

Hi @mmrahorovic, Did you manage to release the Brevitas code for ResNet-50?

Oct 09 '23 08:10 MRFiruzabadi

Hi @MRFiruzabadi The code isn't yet released. However, in the meantime, you can find the ResNet-18 model in Brevitas, which can serve as a starting point for extending this to a ResNet-50 model: https://github.com/Xilinx/brevitas/blob/dev/src/brevitas_examples/bnn_pynq/models/resnet.py.

Oct 09 '23 14:10 mmrahorovic

Hi, has the code for resnet 50 been released?

May 01 '24 15:05 Adib6637